{"id":"https://openalex.org/W4414257126","doi":"https://doi.org/10.1007/978-3-032-04627-7_6","title":"DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models","display_name":"DP-DocLDM: Differentially Private Document Image Generation Using Latent Diffusion Models","publication_year":2025,"publication_date":"2025-09-16","ids":{"openalex":"https://openalex.org/W4414257126","doi":"https://doi.org/10.1007/978-3-032-04627-7_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-04627-7_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04627-7_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091352061","display_name":"Saifullah Saifullah","orcid":null},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Saifullah Saifullah","raw_affiliation_strings":["Department of Computer Science, RPTU Kaiserslautern-Landau, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, RPTU Kaiserslautern-Landau, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I2802442800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083272976","display_name":"Stefan Agne","orcid":"https://orcid.org/0000-0002-9697-4285"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Agne","raw_affiliation_strings":["DeepReader GmbH, 67663, Kaiserlautern, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"DeepReader GmbH, 67663, Kaiserlautern, Germany","institution_ids":["https://openalex.org/I153267046"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I2802442800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101904182","display_name":"Andreas Dengel","orcid":"https://orcid.org/0000-0002-6100-8255"},"institutions":[{"id":"https://openalex.org/I73114660","display_name":"University of Applied Sciences Kaiserslautern","ror":"https://ror.org/05dkqa017","country_code":"DE","type":"education","lineage":["https://openalex.org/I73114660"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Dengel","raw_affiliation_strings":["Department of Computer Science, RPTU Kaiserslautern-Landau, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, RPTU Kaiserslautern-Landau, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046","https://openalex.org/I73114660"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I2802442800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058813180","display_name":"Sheraz Ahmed","orcid":"https://orcid.org/0000-0002-4239-6520"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]},{"id":"https://openalex.org/I2802442800","display_name":"Deutsches Forschungsnetz","ror":"https://ror.org/038t94116","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2802442800"]},{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sheraz Ahmed","raw_affiliation_strings":["DeepReader GmbH, 67663, Kaiserlautern, Germany","Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"affiliations":[{"raw_affiliation_string":"DeepReader GmbH, 67663, Kaiserlautern, Germany","institution_ids":["https://openalex.org/I153267046"]},{"raw_affiliation_string":"Deutsches Forschungszentrum f\u00fcr K\u00fcnstliche Intelligenz GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026","https://openalex.org/I2802442800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091352061"],"corresponding_institution_ids":["https://openalex.org/I153267046","https://openalex.org/I2802442800","https://openalex.org/I33256026","https://openalex.org/I73114660"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41196335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7998999953269958},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5497000217437744},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.40529999136924744},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4007999897003174},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.40070000290870667},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.3986000120639801},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.38119998574256897},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.35989999771118164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8855000138282776},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7998999953269958},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5497999787330627},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5497000217437744},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4641000032424927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45590001344680786},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.40529999136924744},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4007999897003174},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.40070000290870667},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3986000120639801},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.35989999771118164},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C2776207758","wikidata":"https://www.wikidata.org/wiki/Q5303302","display_name":"Downstream (manufacturing)","level":2,"score":0.33649998903274536},{"id":"https://openalex.org/C2779201187","wikidata":"https://www.wikidata.org/wiki/Q2775060","display_name":"Information leakage","level":2,"score":0.3237999975681305},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.31779998540878296},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.31630000472068787},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C546480517","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Optical character recognition","level":3,"score":0.287200003862381},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.2838999927043915},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2606000006198883}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-04627-7_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04627-7_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2001642682","https://openalex.org/W2051267297","https://openalex.org/W2194775991","https://openalex.org/W2473418344","https://openalex.org/W2535690855","https://openalex.org/W2594311007","https://openalex.org/W2605976347","https://openalex.org/W2799040448","https://openalex.org/W2889507104","https://openalex.org/W2911978475","https://openalex.org/W2962772269","https://openalex.org/W2963952467","https://openalex.org/W2967880504","https://openalex.org/W2992308087","https://openalex.org/W3003815046","https://openalex.org/W3035251701","https://openalex.org/W3101483505","https://openalex.org/W3135646925","https://openalex.org/W3167675683","https://openalex.org/W3175192640","https://openalex.org/W3176741412","https://openalex.org/W3197942009","https://openalex.org/W3202466114","https://openalex.org/W3202839357","https://openalex.org/W3203265613","https://openalex.org/W3214222621","https://openalex.org/W4205228770","https://openalex.org/W4285241172","https://openalex.org/W4297523979","https://openalex.org/W4304013646","https://openalex.org/W4304014014","https://openalex.org/W4312443924","https://openalex.org/W4312933868","https://openalex.org/W4385990899","https://openalex.org/W4385991013","https://openalex.org/W4399760383","https://openalex.org/W4402343081","https://openalex.org/W4402397232"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
